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VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization


Apr 20, 2021
Pankaj Mishra, Riccardo Verk, Daniele Fornasier, Claudio Piciarelli, Gian Luca Foresti

* IEEE ISIE 2021 
* 6 Pages, 4 images, conference published paper 

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Is It a Plausible Colour? UCapsNet for Image Colourisation


Dec 04, 2020
Rita Pucci, Christian Micheloni, Gian Luca Foresti, Niki Martinel


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Image Anomaly Detection by Aggregating Deep Pyramidal Representations


Nov 12, 2020
Pankaj Mishra, Claudio Piciarelli, Gian Luca Foresti

* Published in First International Conference of Industrial Machine Learning ICPR2020 

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Deep Iterative Residual Convolutional Network for Single Image Super-Resolution


Sep 07, 2020
Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni

* To be appeared in proceedings of the 25th IEEE International Conference on Pattern Recognition (ICPR). arXiv admin note: text overlap with arXiv:2005.00953, arXiv:2009.03693 

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Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution


May 03, 2020
Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni


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An Efficient UAV-based Artificial Intelligence Framework for Real-Time Visual Tasks


Apr 13, 2020
Enkhtogtokh Togootogtokh, Christian Micheloni, Gian Luca Foresti, Niki Martinel


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Video-Based Convolutional Attention for Person Re-Identification


Sep 26, 2019
Marco Zamprogno, Marco Passon, Niki Martinel, Giuseppe Serra, Giuseppe Lancioni, Christian Micheloni, Carlo Tasso, Gian Luca Foresti

* 11 pages, 2 figures. Accepted by ICIAP2019, 20th International Conference on IMAGE ANALYSIS AND PROCESSING, Trento, Italy, 9-13 September, 2019 

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Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator


Sep 18, 2019
Matteo Dunnhofer, Niki Martinel, Gian Luca Foresti, Christian Micheloni

* in 2019 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - VOT2019 Challenge Workshop 

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Deep Super-Resolution Network for Single Image Super-Resolution with Realistic Degradations


Sep 09, 2019
Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni

* 13th International Conference on Distributed Smart Cameras (ICDSC 2019) 
* 7 pages 

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Image anomaly detection with capsule networks and imbalanced datasets


Sep 06, 2019
Claudio Piciarelli, Pankaj Mishra, Gian Luca Foresti

* [978-3-030-30641-0, ICIAP 2019, Part I, LNCS 11751, paper approval (489497_1_En, Chapter 23)] 
* Published in conference ICIAP 2019 

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Deep Temporal Analysis for Non-Acted Body Affect Recognition


Jul 23, 2019
Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Cristiano Massaroni


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Exploiting Recurrent Neural Networks and Leap Motion Controller for Sign Language and Semaphoric Gesture Recognition


Mar 28, 2018
Danilo Avola, Marco Bernardi, Luigi Cinque, Gian Luca Foresti, Cristiano Massaroni


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Group Re-Identification via Unsupervised Transfer of Sparse Features Encoding


Jul 28, 2017
Giuseppe Lisanti, Niki Martinel, Alberto Del Bimbo, Gian Luca Foresti

* This paper has been accepted for publication at ICCV 2017 

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The UMCD Dataset


Apr 05, 2017
Danilo Avola, Gian Luca Foresti, Niki Martinel, Daniele Pannone, Claudio Piciarelli

* 3 pages, 5 figures 

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Wide-Slice Residual Networks for Food Recognition


Dec 20, 2016
Niki Martinel, Gian Luca Foresti, Christian Micheloni


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